feat: specify features and target when creating a TaggedTable
#114
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@@ Coverage Diff @@
## main #114 +/- ##
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+ Coverage 92.30% 93.08% +0.78%
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Files 35 36 +1
Lines 1182 1258 +76
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+ Hits 1091 1171 +80
+ Misses 91 87 -4
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## [0.7.0](v0.6.0...v0.7.0) (2023-03-29) ### Features * `sort_rows` of a `Table` ([#104](#104)) ([20aaf5e](20aaf5e)), closes [#14](#14) * add `_file` suffix to methods interacting with files ([#103](#103)) ([ec011e4](ec011e4)) * improve transformers for tabular data ([#108](#108)) ([b18a06d](b18a06d)), closes [#61](#61) [#90](#90) * remove `OrdinalEncoder` ([#107](#107)) ([b92bba5](b92bba5)), closes [#61](#61) * specify features and target when creating a `TaggedTable` ([#114](#114)) ([95e1fc7](95e1fc7)), closes [#27](#27) * swap `name` and `data` parameters of `Column` ([#105](#105)) ([c2f8da5](c2f8da5))
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Closes #27 .
Summary of Changes
A user can now optionally specify the
featuresof aTaggedTableexplicitly. If the features are not specified, all columns except the target are considered features.The
predictmethod of classifiers/regressors only uses the features for prediction. The other columns are still included in the output, however. This is, for example, useful to include an ID column in the table created bypredict.